Posts tagged “python”

2 posts found.

March 25, 202613 min read

Building Your First MCP Server: A Backend Engineer's Production Guide

MCP is the protocol connecting AI agents to the real world, but most tutorials stop at hello world. Here is how to build MCP servers that survive production — with auth, error handling, observability, and the patterns I wish existed when I started.

aibackendarchitecturedeveloper-toolspython

March 11, 202618 min read

From 58% to 91% Retrieval Precision: A Practical RAG Guide

I shipped a naive RAG pipeline and called it done. Here is what actually broke in production, and the multi-stage architecture that took retrieval precision from 58% to 91%.

airagbackendarchitecturepython